Optimization

Hierarchical Schedule Optimization for Fast and Robust Diffusion Model Sampling AAAI 2026 HiFi-Mamba: Dual-Stream ?-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction AAAI 2026 High Dimensional Distributed Gradient Descent with Arbitrary Number of Byzantine Attackers AAAI 2026 High-dimensional Parameter Transfer With Fused-Regularizer JMLR 2026 High Probability Convergence Guarantees of Stochastic Gradient Descent Ascent in Structured Nonconvex Min-Max Games COLT 2026 High-Rate Mixout: Revisiting Mixout for Robust Domain Generalization WACV 2026 HiQ-Lip: A Hierarchical Quantum-Classical Method for Global Lipschitz Constant Estimation of ReLU Networks AAAI 2026 HogVul: Black-box Adversarial Code Generation Framework Against LM-based Vulnerability Detectors AAAI 2026 How Many Experts Are Enough? Towards Optimal Semantic Specialization for Mixture-of-Experts AAAI 2026 How Robust Are Router-LLMs? Analysis of the Fragility of LLM Routing Capabilities EACL 2026 How to Design and Train Your Implicit Neural Representation for Video Compression WACV 2026 How to Efficiently Explore Noisy Historical Data? Leveraging Corpus Pre-Targeting to Enhance Graph-based RAG EACL 2026 Hybrid Routing for a Mixture of LoRA Experts AAAI 2026 HyperSHAP: Shapley Values and Interactions for Explaining Hyperparameter Optimization AAAI 2026 Hypertension and Total-Order Forward Decomposition Optimizations (Abstract Reprint) AAAI 2026 Image Restoration via Primal Dual Hybrid Gradient and Flow Generative Model AAAI 2026 ImagerySearch: Adaptive Test-Time Search for Video Generation Beyond Semantic Dependency Constraints AAAI 2026 I-MCTS: Enhancing Agentic AutoML via Introspective Monte Carlo Tree Search EACL 2026 Importance-Aware Data Selection for Efficient LLM Instruction Tuning AAAI 2026 Importance of Prompt Optimisation for Error Detection in Medical Notes Using Language Models EACL 2026 Improved Differentially Private Algorithms for Rank Aggregation AAAI 2026 Improving Dialect Robustness in Large Language Models via LoRA and Mixture-of-Experts EACL 2026 Improving Exact Algorithm for Pseudo Boolean Optimization with Two New Phase Selection Heuristics AAAI 2026 Improving Generalization in LLM Structured Pruning via Function-Aware Neuron Grouping AAAI 2026 Improving the Convergence of Private Shuffled Gradient Methods with Public Data UAI 2026